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@Online{zappella,
  author      = {Giovanni Zappella},
  title       = {A Scalable Multiclass Algorithm for Node Classification},
  version     = {1},
  date        = {2011-12-19},
  year        = {2011},
  eprinttype  = {arxiv},
  eprintclass = {cs.LG, cs.GT},
  eprint      = {http://arxiv.org/abs/1112.4344v1}
}

@inproceedings{aggarwal2011,
  author    = {Charu C. Aggarwal AND Nan Li},
  title     = {On Node Classification in Dynamic Content-based Networks},
  booktitle = {SDM},
  year      = {2011},
  pages     = {355-366},
  ee        = {http://siam.omnibooksonline.com/2011datamining/data/papers/033.pdf\#page=1},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@book{DBLP:series/ads/2010-40,
  editor    = {Charu C. Aggarwal AND Haixun Wang},
  title     = {Managing and Mining Graph Data},
  booktitle = {Managing and Mining Graph Data},
  publisher = {Springer},
  series    = {Advances in Database Systems},
  volume    = {40},
  year      = {2010},
  isbn      = {978-1-4419-6044-3},
  ee        = {http://dx.doi.org/10.1007/978-1-4419-6045-0},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{DBLP:conf/kdd/BhagatCR07,
  author    = {Smriti Bhagat AND Graham Cormode AND Irina Rozenbaum},
  title     = {Applying Link-Based Classification to Label Blogs},
  booktitle = {WebKDD/SNA-KDD},
  year      = {2007},
  pages     = {97-117},
  ee        = {http://dx.doi.org/10.1007/978-3-642-00528-2_6},
  crossref  = {DBLP:conf/kdd/2007web},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}
@proceedings{DBLP:conf/kdd/2007web,
  editor    = {Haizheng Zhang AND
               Myra Spiliopoulou AND
               Bamshad Mobasher AND
               C. Lee Giles AND
               Andrew McCallum AND
               Olfa Nasraoui AND
               Jaideep Srivastava AND
               John Yen},
  title     = {Advances in Web Mining and Web Usage Analysis, 9th International
               Workshop on Knowledge Discovery on the Web, WebKDD 2007,
               and 1st International Workshop on Social Networks Analysis,
               SNA-KDD 2007, San Jose, CA, USA, August 12-15, 2007. Revised
               Papers},
  booktitle = {WebKDD/SNA-KDD},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {5439},
  year      = {2009},
  isbn      = {978-3-642-00527-5},
  ee        = {http://dx.doi.org/10.1007/978-3-642-00528-2},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@Online{bhagat,
  author      = {Smriti Bhagat AND Graham Cormode AND S. Muthukrishnan},
  title       = {Node Classification in Social Networks},
  year        = {2011},
  version     = {1},
  date        = {2011-01-17},
  eprinttype  = {arxiv},
  eprintclass = {cs.SI, physics.soc-ph},
  eprint      = {http://arxiv.org/abs/1101.3291v1}
}

@article{Vitter,
    author    = {Vitter, Jeffrey S.},
    title     = {Random Sampling with a Reservoir},
    journal   = {ACM Trans. Math. Softw.},
    volume    = {11},
    number    = {1},
    year      = {1985},
    issn      = {0098-3500},
    pages     = {37--57},
    numpages  = {21},
    url       = {http://doi.acm.org/10.1145/3147.3165},
    doi       = {10.1145/3147.3165},
    acmid     = {3165},
    publisher = {ACM},
    address   = {New York, NY, USA},
} 

@MASTERSTHESIS{heck,
  AUTHOR = {Heck, Michael},
  TITLE = {Unsupervised Acoustic Model Training for Simultaneous Lecture Translation in Incremental and Batch Mode},
  SCHOOL = {Karlsruhe Institute of Technology},
  TYPE = {Diploma Thesis},
  ADDRESS = {Germany},
  MONTH = DEC,
  YEAR = 2012,
  PDF = {http://isl.anthropomatik.kit.edu/cmu-kit/downloads/Diplomarbeit_Heck_Michael.pdf}
}

@MASTERSTHESIS{Lavesson,
  AUTHOR = {Lavesson, Niklas},
  TITLE = {Evaluation and analysis of supervised learning algorithms and classifiers},
  SCHOOL = {Blekinge Institute of Technology},
  TYPE = {Diploma Thesis},
  ADDRESS = {Sweden},
  MONTH = DEC,
  YEAR = 2006,
  PDF = {http://www.bth.se/fou/Forskinfo.nsf/Sok/c655a0b1f9f88d16c125714c00355e5d/$file/Lavesson_lic.pdf}
}

@article{Stone1974,
    abstract = {{A generalized form of the cross-validation criterion is applied to the choice and assessment of prediction using the data-analytic concept of a prescri
ption. The examples used to illustrate the application are drawn from the problem areas of univariate estimation, linear regression and analysis of variance.}},
    author = {Stone, M.},
    citeulike-article-id = {6758792},
    citeulike-linkout-0 = {http://dx.doi.org/10.2307/2984809},
    citeulike-linkout-1 = {http://www.jstor.org/stable/2984809},
    doi = {10.2307/2984809},
    issn = {00359246},
    journal = {Journal of the Royal Statistical Society. Series B (Methodological)},
    keywords = {biomarker, cross\_validation},
    number = {2},
    pages = {111--147},
    posted-at = {2011-08-02 14:22:37},
    priority = {2},
    publisher = {Blackwell Publishing for the Royal Statistical Society},
    title = {{Cross-Validatory Choice and Assessment of Statistical Predictions}},
    url = {http://dx.doi.org/10.2307/2984809},
    volume = {36},
    year = {1974}
}


@incollection{porter,
 author     = {Porter, M. F.},
 chapter    = {An Algorithm for Suffix Stripping},
 title      = {Readings in Information Retrieval},
 editor     = {Sparck Jones, Karen and Willett, Peter},
 year       = {1997},
 isbn       = {1-55860-454-5},
 pages      = {313--316},
 numpages   = {4},
 url        = {http://dl.acm.org/citation.cfm?id=275537.275705},
 acmid      = {275705},
 publisher  = {Morgan Kaufmann Publishers Inc.},
 address    = {San Francisco, CA, USA},
} 



@incollection{szummer,
title       = {Partially labeled classification with Markov random walks},
author      = {Martin Szummer and Jaakkola, Tommi},
booktitle   = {Advances in Neural Information Processing Systems 14},
editor      = {T.G. Dietterich and S. Becker and Z. Ghahramani},
pages       = {945--952},
year        = {2001},
url         = {http://media.nips.cc/nipsbooks/nipspapers/paper_files/nips14/AA36.pdf},
}
